Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation
Aerial manipulation has gained interest in completing high-altitude tasks that are challenging for human workers, such as contact inspection and defect detection, etc. Previous research has focused on maintaining static contact points or forces. This letter addresses a more general and dynamic task: simultaneously tracking time-varying contact force in the surface normal direction and motion trajectories on tangential surfaces. We propose a pipeline that includes a contact-aware trajectory planner to generate dynamically feasible trajectories, and a hybrid motion-force controller to track such trajectories. We demonstrate the approach in an aerial calligraphy task using a novel sponge pen design as the end-effector, whose stroke width is positively related to the contact force. Additionally, we develop a touchscreen interface for flexible user input. Experiments show our method can effectively draw diverse letters, achieving an IoU of 0.59 and an end-effector position (force) tracking RMSE of 2.9 cm (0.7N).
Authors
- Mohammadreza Mousaei (ORCID: https://orcid.org/0009-0003-5358-955X)
- Junyi Geng (ORCID: https://orcid.org/0000-0002-6494-6810)
- Guanya Shi (ORCID: https://orcid.org/0000-0002-9075-3705)
- Sebastian Scherer (ORCID: https://orcid.org/0000-0002-8373-4688)
- Guanqi He
- Jiahe Xu (ORCID: https://orcid.org/0000-0003-3885-0070)
- Xiaofeng Guo (ORCID: https://orcid.org/0000-0002-2284-5624)
Institutions
- Pennsylvania State University (US)
- Carnegie Mellon University (US)
Publication Details
- Journal
- IEEE Robotics and Automation Letters
- Published
- 2024-10-24
- DOI
- https://doi.org/10.1109/lra.2024.3486236
- Citations
- 13
- Primary Topic
- Robotic Path Planning Algorithms
- Type
- article
- Field-Weighted Citation Impact
- 3.24